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Pipeline provenance for cloud‐based big data analytics
16 references·0 citing·38 second hop
Pipeline provenance for cloud‐based big data analytics (2019)Pipeline provenance for cloud‐based big d…LogProv: Logging events as provenance of big data analytics pipelines with trustworthiness (2016)LogProv: Logging events as pr…Building Pipelines for Heterogeneous Execution Environments for Big Data Processing (2016)Building Pipelines for Hetero…PROV-O-Viz - Understanding the Role of Activities in Provenance (2015)PROV-O-Viz - Understanding th…Towards building a data-intensive index for big data computing – A case study of Remote Sensing data processing (2014)Towards building a data-inten…Distributed data provenance for large-scale data-intensive computing (2013)Distributed data provenance f…The Digital Universe in 2020: Big Data, Bigger Digital Shadows, and Biggest Growth in the Far East (2012)The Digital Universe in 2020:…Data Provenance and Data Management in eScience (2012)Data Provenance and Data Mana…Putting lipstick on pig (2011)Putting lipstick on pigProvenance for Scientific Workflows Towards Reproducible Research. (2010)Provenance for Scientific Wor…Analysis of approaches for supporting the Open Provenance Model: A case study of the Trident workflow workbench (2010)Analysis of approaches for su…Workflows and e-Science: An overview of workflow system features and capabilities (2008)Workflows and e-Science: An o…Semantic Provenance for eScience: Managing the Deluge of Scientific Data (2008)Semantic Provenance for eScie…Provenance and scientific workflows (2008)Provenance and scientific wor…A survey of data provenance techniques (2005)A survey of data provenance t…A survey of data provenance in e-science (2005)A survey of data provenance i…The rating of chessplayers, past and present (1978)The rating of chessplayers, p…An overview of data warehousing and OLAP technology (1997)Chimera: a virtual data system for representing, querying, and automating data derivation (2002)Lineage retrieval for scientific data processing: a survey (2005)A Framework for Collecting Provenance in Data-Centric Scientific Workflows (2006)An Approach to Evaluate Data Trustworthiness Based on Data Provenance (2008)Efficient lineage tracking for scientific workflows (2008)Layering in provenance systems (2009)SPADE: Support for Provenance Auditing in Distributed Environments (2012)Big Data Provenance Analysis and Visualization (2015)A survey of simulation provenance systems: modeling, capturing, querying, visualization, and advanced utilization (2018)Workflow mining: discovering process models from event logs (2004)Scientific workflow management and the Kepler system (2005)Artifact-Centric Business Process Models: Brief Survey of Research Results and Challenges (2008)The Open Provenance Model: An Overview (2008)A survey on provenance: What for? What form? What from? (2017)Provenance in Databases: Past, Current, and Future (2007)Bio-jETI: a framework for semantics-based service composition (2009)Towards a Taxonomy of Provenance in Scientific Workflow Management Systems (2009)Taverna: a tool for building and running workflows of services (2006)Big data provenance: Challenges, state of the art and opportunities (2015)Titian (2015)Kepler: An Extensible System for Design and Execution of Scientific Workflows (2004)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)Geospatial Cyberinfrastructure: Past, present and future (2010)A characterization of workflow management systems for extreme-scale applications (2017)Reproducibility in Scientific Computing (2018)The role of deliberate practice in the acquisition of expert performance. (1993)Expert performance: Its structure and acquisition. (1994)Artificial intelligence and the changing sources of competitive advantage (2022)Big data analytics and big data science: a survey (2016)Enabling the Big Earth Observation Data via Cloud Computing and DGGS: Opportunities and Challenges (2019)Progress toward the sustainable development of world cultural heritage sites facing land-cover changes (2023)A survey of trust in computer science and the Semantic Web (2007)Provenance for Computational Tasks: A Survey (2008)The Open Provenance Model core specification (v1.1) (2010)Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (2014)The Challenges of Data Quality and Data Quality Assessment in the Big Data Era (2015)Critical analysis of Big Data challenges and analytical methods (2016)
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References

  • 1978The rating of chessplayers, past and present1,210 cited
  • 2005A survey of data provenance in e-science1,184 cited
  • 2012The Digital Universe in 2020: Big Data, Bigger Digital Shadows, and Biggest Growth in the Far East1,145 cited
  • 2008Workflows and e-Science: An overview of workflow system features and capabilities836 cited
  • 2008Provenance and scientific workflows475 cited
  • 2005A survey of data provenance techniques162 cited
  • 2011Putting lipstick on pig134 cited
  • 2008Semantic Provenance for eScience: Managing the Deluge of Scientific Data90 cited
  • 2014Towards building a data-intensive index for big data computing – A case study of Remote Sensing data processing71 cited
  • 2013Distributed data provenance for large-scale data-intensive computing46 cited
  • 2015PROV-O-Viz - Understanding the Role of Activities in Provenance40 cited
  • 2016Building Pipelines for Heterogeneous Execution Environments for Big Data Processing39 cited
  • 2010Provenance for Scientific Workflows Towards Reproducible Research.17 cited
  • 2012Data Provenance and Data Management in eScience17 cited
  • 2016LogProv: Logging events as provenance of big data analytics pipelines with trustworthiness

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15 cited
  • 2010Analysis of approaches for supporting the Open Provenance Model: A case study of the Trident workflow workbench9 cited
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